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Table 3: 
Vocabulary scale model evaluations.
Vocabulary Scale Modelrallrxv
Linear regression .98 .30 
 w/o character length .98 .31 
 w/o log-likelihood .98 .34 
 w/o Fisher score .38 .38 
 
Weighted-softmax regression .90 .56 
 w/o character length .91 .56 
 w/o log-likelihood .89 .51 
 w/o Fisher score .46 .46 
Vocabulary Scale Modelrallrxv
Linear regression .98 .30 
 w/o character length .98 .31 
 w/o log-likelihood .98 .34 
 w/o Fisher score .38 .38 
 
Weighted-softmax regression .90 .56 
 w/o character length .91 .56 
 w/o log-likelihood .89 .51 
 w/o Fisher score .46 .46 
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